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dinov2-large-MEG7-10
crocutacrocuto/dinov2-large-MEG7-10
dinov2-large-MEG7-10 is a image classification model from crocutacrocuto. Use it when you need a label for an image. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- dinov2
- Access
- Public
- Created
- Apr 26, 2025
- Updated
- Apr 29, 2025
- SHA
- 938806b2
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
dinov2-large-MEG7-10
This model is a fine-tuned version of facebook/dinov2-large on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.3278
- Accuracy: 0.9324
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.354 | 0.9999 | 5312 | 0.4495 | 0.8662 |
| 0.2705 | 2.0 | 10625 | 0.3835 | 0.8900 |
| 0.2003 | 2.9999 | 15937 | 0.3546 | 0.9021 |
| 0.2712 | 4.0 | 21250 | 0.3297 | 0.9060 |
| 0.2028 | 4.9999 | 26562 | 0.3259 | 0.9099 |
| 0.1638 | 6.0 | 31875 | 0.3087 | 0.9183 |
| 0.1289 | 6.9999 | 37187 | 0.3260 | 0.9195 |
| 0.0752 | 8.0 | 42500 | 0.3197 | 0.9256 |
| 0.0643 | 8.9999 | 47812 | 0.3229 | 0.9276 |
| 0.0509 | 9.9991 | 53120 | 0.3278 | 0.9324 |
Framework versions
- Transformers 4.46.3
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.20.3
- Task
- Image Classification
- Library
- transformers
- Type
- dinov2
- License
- apache-2.0
- Created
- Apr 26, 2025
- Updated
- Apr 29, 2025